{"id":"W4414340394","doi":"10.1163/15685284-bja10113","title":"Alexander of Aphrodisias, Dialectic, and the First Principles of Science","year":2025,"lang":"en","type":"article","venue":"Phronesis","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dialectic; Warrant; Syllogism; Ancient philosophy; General interest","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002232697,0.00005664467,0.0001497663,0.0000688317,0.0003175663,0.00003004875,0.0001519066,0.00001177158,0.000160348],"category_scores_gemma":[0.0001063431,0.00003362022,0.0000443289,0.0001026718,0.004527926,0.00008074481,0.00008683114,0.00003797055,0.000001672077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008009966,"about_ca_system_score_gemma":0.00003659593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001340494,"about_ca_topic_score_gemma":0.000328676,"domain_scores_codex":[0.9995078,0.00001550535,0.0001566571,0.0001112008,0.000121728,0.00008708951],"domain_scores_gemma":[0.9994404,0.0002513124,0.00006133816,0.0001598639,0.00007181786,0.00001523172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005040876,0.00004228858,0.0002971527,0.00006938391,0.00002043387,1.074314e-7,0.003851501,0.000002982427,0.00005165094,0.994809,0.0002706699,0.0005344411],"study_design_scores_gemma":[0.004180541,0.0001488375,0.04275816,0.0003668569,0.0004169894,0.000001774987,0.003305777,0.001540507,0.01602053,0.3463084,0.5845531,0.0003984907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2659458,0.001512715,0.00005310874,0.008855699,0.0004047879,0.0002512652,0.0000175105,0.00002401833,0.7229351],"genre_scores_gemma":[0.9976805,0.00004171817,0.00001444303,0.0001645515,0.00008666889,0.000007398469,2.463807e-7,0.000002646196,0.002001858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7317347,"threshold_uncertainty_score":0.9981812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661927379760945,"score_gpt":0.2309473904771016,"score_spread":0.2043281166794922,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}